Data-driven coordinated charging for electric vehicles with continuous charging rates: A deep policy gradient approach

Y Jiang, Q Ye, B Sun, Y Wu… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
In this article, we consider a parking lot that manages the charging processes of its parked
electric vehicles (EVs). Upon arrival, each EV requests a certain amount of energy. This …

On charging scheduling optimization for a wirelessly charged electric bus system

C Yang, W Lou, J Yao, S Xie - IEEE Transactions on Intelligent …, 2017 - ieeexplore.ieee.org
The introduction of wirelessly charged electric buses (WCEBs) into current public
transportation system attracts many attentions in recent years. As the wireless charging …

Optimal-cost scheduling of electrical vehicle charging under uncertainty

Y Zhou, DKY Yau, P You… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Electric vehicle (EV) charging stations are increasingly set up to meet the recharge demand
of EVs, and the stations equipped with local renewable energy generation need to optimize …

Peak-aware online economic dispatching for microgrids

Y Zhang, MH Hajiesmaili, M Chen - Proceedings of the 2015 ACM Sixth …, 2015 - dl.acm.org
By employing local renewable energy sources and power generation units while connected
to the central grid, microgrid can usher in great benefits in terms of cost efficiency, power …

Online station assignment for electric vehicle battery swapping

P You, JZF Pang, SH Low - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
This paper investigates the online station assignment for (commercial) electric vehicles
(EVs) that request battery swapping from a central operator, ie, in the absence of future …

Co-scheduling of HVAC control, EV charging and battery usage for building energy efficiency

T Wei, Q Zhu, M Maasoumy - 2014 IEEE/ACM International …, 2014 - ieeexplore.ieee.org
Building stock consumes 40% of primary energy consumption in the United States. Among
various types of energy loads in buildings, HVAC (heating, ventilation, and air conditioning) …

Optimal online algorithms for peak-demand reduction maximization with energy storage

Y Mo, Q Lin, M Chen, SZJ Qin - Proceedings of the twelfth ACM …, 2021 - dl.acm.org
We consider an emerging scenario where large-load customers employ energy storage (eg,
fuel cells) to reduce the peak procurement from the grid, which accounts for up to 90% of …

On-line event-driven scheduling for electric vehicle charging via park-and-charge

F Kong, Q Xiang, L Kong, X Liu - 2016 IEEE Real-Time …, 2016 - ieeexplore.ieee.org
Large-scale charging stations become indispensable infrastructure to support the rapid
proliferation of electric vehicles. Their operation modes have drawn great attention from both …

Robust online algorithms for peak-minimizing EV charging under multistage uncertainty

S Zhao, X Lin, M Chen - IEEE Transactions on Automatic …, 2017 - ieeexplore.ieee.org
In this paper, we study how to utilize forecasts to design online electrical vehicle (EV)
charging algorithms that can attain strong performance guarantees. We consider the …

Peak-minimizing online EV charging: Price-of-uncertainty and algorithm robustification

S Zhao, X Lin, M Chen - 2015 IEEE Conference on Computer …, 2015 - ieeexplore.ieee.org
We study competitive online algorithms for EV (electrical vehicle) charging under the
scenario of an aggregator serving a large number of EVs together with its background load …